Deep Learning

In this experiment, students acquire basic knowledge of machine learning techniques and in particular deep learning, and use these techniques to solve image classification problems.

Description:

The experiment serves as an introduction to machine learning techniques, focusing on supervised learning and neural networks, and in particular deep neural networks. Students apply these techniques in the MATLAB environment, classifying iris species using logistic regression, classifying handwritten digits using a neural network, and classifying natural images using a convolutional neural network (CNN) and transfer learning.